Neural Network Projects with Python

Speed

The first requirement of a facial recognition system is that they need to be fast. If we look at the onboarding process of the facial recognition systems in our smartphones, we usually need to use the front-facing camera in the phone to scan our face at various angles for a few seconds. During this short process, our phone captures images of our face, and uses an image to train a neural network to recognize us. This process needs to be fast.

The following picture shows the typical onboarding process for a facial recognition system in smartphones:

Can a CNN satisfy this speed requirement? From the project that we built in Chapter 4 ...